IEEE Engineering in Medicine and Biology Magazine · 2006 · 113 citations · 17 references
NursingPhysiologyPsychophysiologyPulmonologySleep MedicineRespiratory AssessmentRespiratory MonitoringRespiratory PsychophysiologyRespiratory Signal AnalysisSleep-disordered BreathingVital SignsNoncontact MeasurementNoncontact Measurement TechniquesNoninvasive Respiratory MonitoringRespiratory Mechanics MeasurementSleepSleep Breathing MonitoringSleep-related Breathing AssessmentSleep-related Breathing Monitoring
This paper aims to open a new line of research by demonstrating the feasibility of monitoring breathing function in a highly automated and noncontact fashion. The method is based on the statistical modeling of dynamic thermal data captured through a highly sensitive infrared imaging system. This method achieved an accuracy of 96.43% on a small set of subjects during rest and after brief exercise. It has the potential to provide a unique capability for sustained monitoring of chronic or acute breathing problems and in sleep studies by overcoming the deficiencies of the existing measurement modalities. The method also opens the way for the next generation contact-free polygraphy that will not affect the subject's psychophysiology.
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Adaptive background mixture models for real-time tracking
Chris Stauffer, W. Eric L. Grimson · 2003 · 6.9K citations
Image processing, analysis and machine vision
Tristan Dijkstra · Neurocomputing · 1994 · 1.8K citations
Using adaptive tracking to classify and monitor activities in a site
W. Eric L. Grimson, Chris Stauffer, R. Romano et al. · 2002 · 506 citations